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LLMOps Intermediate — 025: quantify hallucination fallout on `Adapter vs prompt calculus` — memo `782727 [25]`

Lesson 025: Adapter vs prompt calculus

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Adapter vs prompt calculus:25 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Refusal RACI

policy_id: LLM-629
allow_when:
  confidence_gt: 0.55
refuse_when:
  - legal_hold
  - unverified_medical
owner: ethics-int

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 25 Bump 29.